Remote sensing change detection on LEVIR-CD 40% labeled (2848) 129
84.3IoU CoefficientUniMatch V2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniMatch V2Backbone=DPT-DINOv2-B2024.10 | 84.3 | 99.14 | |
| Labeled OnlyBackbone=DPT-DINOv2-B2024.10 | 83.6 | 99.1 | |
| UniMatch V2Backbone=DPT-DINOv2-S2024.10 | 83.5 | 99.1 | |
| SemiCD-VLBackbone=RN-50 + VLM2024.10 | 83 | 99.07 | |
| Labeled OnlyBackbone=DPT-DINOv2-S2024.10 | 82.4 | 99.03 | |
| UniMatch V1Backbone=DeepLab-RN-502024.10 | 82.1 | 99.03 | |
| UniMatch V1Backbone=PSPNet-RN-502024.10 | 78.2 | 98.79 | |
| SemiCDBackbone=FCN-RN-502024.10 | 77.2 | 98.72 | |
| SemiCDNetBackbone=UNet++2024.10 | 75.5 | 98.63 | |
| S4GANBackbone=FCN-RN-502024.10 | 75.4 | 98.62 | |
| AdvNetBackbone=FCN-RN-502024.10 | 75 | 98.6 |